{"id":68568,"url":"https://alion.io/job/maintainx-applied-ai-engineer","title":"Applied AI Engineer","company":{"id":5349,"name":"MaintainX","domain":"getmaintainx.com","url":"https://alion.io/company/maintainx","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"A","score":93,"open_postings":93,"ghost_share":0,"stale_share":0.086,"repost_share":0,"time_to_fill_p50_days":118,"computed_at":"2026-10-17T05:46:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Canada"],"countries":["CA"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":153000,"max":224000,"currency":"CAD","period":"year","gross":null,"usd_annual":156941},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"LLM","optional":false},{"name":"Multimodal AI","optional":false},{"name":"OCR","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"RAG","optional":false},{"name":"Structured Outputs","optional":false},{"name":"Tool Use","optional":false},{"name":"Fine-tuning","optional":true}],"status":"live","first_seen_at":"2026-08-19T21:27:35Z","employer_posted_date":"2026-08-19","last_verified_at":"2026-10-18T05:08:12Z","board_verified":true,"closed_at":null,"days_open":59,"trust":{"level":"ok","repost_count":0,"flags":[],"days_open":59},"description":"MaintainX is a leading mobile-first work execution platform for industrial and frontline teams. More than 13,000 customers, including Duracell, McDonald's, Shell, DHL and Volvo, use MaintainX to cut unplanned downtime and run better operations, across 13.9 million managed assets and 79.5 million completed work orders.\nIn August 2026 MaintainX became part of Autodesk, joiningAutodesk Operations Solutions, the organization unifying Autodesk's operations platform alongside Tandem, FlexSim and Fusion Operations. Autodesk's strategy is to converge design, make and operate into one continuous lifecycle: design an asset, build it, run it, then feed what you learn running it back into the next design. Autodesk had design and make. Operate is the phase that tells you what actually happened, and it is ours.\nFrontier models are getting commoditized. The operating data underneath them isn't - and that's what we own. 13.9M+ managed assets, 79.5M+ completed work orders, and 150,000+ technicians generating trustworthy operating data every week, at the point of work.\nDocument Intelligence is the horizontal engine that turns that raw material - any file a customer hands us - into structured, trustworthy maintenance knowledge, and into the AI-native entities and answers built on top of it.\nThe Role\nYou'll own the Generation half of Document Intelligence: turning multimodal primitives (keyframes, transcripts, OCR) into schema-valid entities like SOPs, and holding the line on quality so \"fast\" never becomes \"fast and wrong.\"\nDesign and iterate recipe prompts - system, few-shot, and context assembly - for each generation recipe\n\nDefine per-entity target schemas and domain validators (procedure step-type rules, field caps) that generated output has to pass\n\nBuild generation-quality eval datasets and rubrics, offline and online, running on LLMX's eval pipeline, and close the loop when quality regresses\n\nAssemble multimodal context windows from keyframes, transcript, and OCR so each model call has exactly what it needs\n\nChoose the model and token budget per recipe based on quality, cost, and latency tradeoffs\n\nYou'll ride on LLMX for model access and on Attachments for ingestion, and hand off validated entities to the domains that own them. You'll report to our Engineering Lead and work closely with the Processing side of Document Intelligence.\nMinimum Requirements:\nStrong applied GenAI craft - prompt engineering, structured output / tool-use, RAG and retrieval-context patterns\n\nReal eval discipline: you've built datasets and rubrics, measured factuality/relevance/quality, and closed the loop on regressions yourself\n\nShipped LLM features into production services, not notebooks, and can connect model performance to product impact\n\nComfort working with multimodal inputs - video, PDF, audio, image - converted to text or structured output\n\nNice to have:\nLLM observability / cost awareness, or experience with an eval platform\n\nDocument, PDF, or video understanding; OCR; retrieval systems\n\nLight fine-tuning experience, or familiarity with the industrial/maintenance domain\n\nOur mission is to keep the physical world running. Factories, fleets, hospitals and campuses stay up because the people who maintain them have tools worth using. That is what we build.\nCompensation and benefits. Base pay is one part of the package. Depending on the role, compensation may also include commission, an annual bonus and equity. Benefits differ by country. For roles in the United States, Autodesk’s benefits are described at benefits.autodesk.com. For roles in Canada and other countries, the plan differs on health coverage, retirement and leave, and your recruiter will walk you through it.\nBelonging. We take pride in a culture where everyone can thrive. More at autodesk.com/company/global-belonging. More on where this is going: Autodesk CEO Andrew Anagnost on building the future of connected operations, and AOS SVP Stephen Hooper on welcoming MaintainX to Autodesk.","description_format":"text","description_chars":3986,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Equity"],"hiring_locations":[{"name":"Canada","iso":"CA","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Field Service Management Software","Manufacturing & Industrial Software"],"lifecycle":[{"event":"open","at":"2026-08-19T21:27:35Z"}],"visa":[],"liveness":{"score":59,"band":"ok","label":"Likely open","p_open":1,"p_active":0.816,"p_room":0.72,"age_days":58,"expected_fill_days":118,"reasons":["conf:2","velocity","win:mid","crowd:brand"],"computed_at":"2026-10-17T05:46:00Z"},"pay":{"stated_usd_annual":156941,"is_top_pay":false},"html_url":"https://alion.io/job/maintainx-applied-ai-engineer","json_url":"https://alion.io/job/maintainx-applied-ai-engineer.json","meta":{"generated_at":"2026-10-18T07:25:14Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":11125,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-19T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":5349},"rest":"https://alion.io/mcp/rest/get_company?id=5349"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmaintainx-applied-ai-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fmaintainx-applied-ai-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fmaintainx-applied-ai-engineer"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/maintainx-applied-ai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmaintainx-applied-ai-engineer"}]}